Input path: /home/debian/html/nutritwin/output_llm/672f1d55120b1/input.json
Output path: /home/debian/html/nutritwin/output_llm/672f1d55120b1/output.json
Input text: 
DB path: __deriveddata__/DerivedObjects/Data/KcalMeDB_fr.sl3
Picto path: __deriveddata__/DerivedObjects/Data/PictoMatcherNetNG_fr.json
Sport grounding path: __deriveddata__/DerivedObjects/Data/DerivedSportMET.json
==================================================================================================================================
Prompt from user: 
==================================================================================================================================
###########################################
#   For image extraction, GPT4 is used    #
###########################################

==================================== Prompt =============================================
In the image, identify all the foods and the beverages.
For each of them, identify the "name", the "type", the "quantity", if it exists, the "brand" and the "cooking" mode. 
"Portions", like "tranche", are quantities. 
Ignore what it is not connected to nutrition, beverage or food. 
When the "brand" is not specified and the product is very well-known (like "Coca-Cola"), provide the brand name in "brand", otherwise set "brand" to "". 
Identify what "type" of food.
Identify the "company" to which the "brand" belongs.
Estimate the "weight" in grams or centiliters for each result.
Identify the time is the current time, map it on the closest case: "petit-déjeuner", "déjeuner", "grignotage" or "dîner".
When the "name" has synonyms, use the most common name, example: "yaourt" is more common than "yogourt".
Format the result for each ingredient of food & beverage in french in JSON in an array of tuples {"name":, "quantity":, "weight":, "cooking":, "brand":, "company":, "type":, "time":, "event": "declaration"}. 


=========================================================================================

Image recognition....

------------------------------ LLM Raw response -----------------------------
```json
[
    {
        "name": "fromage frais nature",
        "quantity": "1",
        "weight": "1000",
        "cooking": "",
        "brand": "",
        "company": "",
        "type": "fromage",
        "time": "petit-déjeuner",
        "event": "declaration"
    }
]
```
-----------------------------------------------------------------------------

----------------- Make it compliant ------------------
```json
[
    {
        "name": "fromage frais nature",
        "quantity": "1",
        "weight": "1000",
        "cooking": "",
        "brand": "",
        "company": "",
        "type": "fromage",
        "time": "petit-déjeuner",
        "event": "declaration"
    }
]
```
------------------------------------------------------

------------------------ After simplification ------------------------
[    {        "name": "fromage frais nature",        "quantity": "1",        "weight": "1000",        "cooking": "",        "brand": "",        "company": "",        "type": "fromage",        "time": "petit-déjeuner",        "event": "declaration"    }]
----------------------------------------------------------------------

--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'fromage frais nature', 'quantity': '1', 'weight': '1000', 'cooking': '', 'brand': '', 'company': '', 'type': 'fromage', 'time': 'petit-déjeuner', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------

----------- result to be analyzed -----------
{'name': 'fromage frais nature', 'quantity': '1', 'weight': '1000', 'cooking': '', 'brand': '', 'company': '', 'type': 'fromage', 'time': 'petit-déjeuner', 'event': 'declaration'}

First try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% fromage frai nature %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)


Second try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormAggr LIKE '% fromage frai nature %' AND V_NormTrademark LIKE '%%' 


------------- Found solution (max 20) --------------
La Faisselle -  faisselle  -  - Rians Fromagerie - 0 - 3184670001080 - 3184670001080 - OFF#3fdbd6ca5c69f7df56f0a56457c43d89
Petit Suisse -  petit suisse  -  - Carrefour - 0 - 3560070778096 - 3245392428460 - OFF#6c9a74fdc2e0d03c80e65d7c0a9d3c8c
Petit Yoplait -  petit yoplait  -  - Yoplait - 0 - 3329770051065 - 3329770051065 - OFF#05b7318a2de2119d8fe5cb1875f1188d
Fromage Blanc -  fromage blanc  -  - Carrefour - 0 - 3560071013776 - 3245391352513 - OFF#d5b7d2867b02e05643a027dd2b5acc61
Petit Yoplait -  petit yoplait  -  - Yoplait - 0 - 7284710877975 - 3329770051065 - OFF#0b9f198313f4e5ad7278d9f96bb63e12
Petit Yoplait -  petit yoplait  -  - Yoplait - 0 - 3329770058309 - 3329770051065 - OFF#d3a8719bdb33233adc0ebb7cff421c94
Petit Yoplait -  petit yoplait  -  - Yoplait - 0 - 3329770051096 - 3329770051065 - OFF#a49e6d7455d8536e9f7a7346307fbcd9
Petit Yoplait -  petit yoplait  -  - Yoplait - 0 - 3329770051089 - 3329770051065 - OFF#20166c0bcb930d331349f6e4d1969cc5
Petit Yoplait -  petit yoplait  -  - Yoplait - 0 - 8379770051072 - 3329770051065 - OFF#0758958296146096f9f853b09adc784a
Le Petit Frais -  petit frai  -  - Casino - 0 - 3222474598952 - 3222474598952 - OFF#47cfe4f652059dd6f5e4e9d8d6febee8
Le Petit Frais -  petit frai  -  - Danone - 0 - 3033491451720 - 3033491210983 - OFF#92af7682acd62699b771d4555a746d33
Blanc de Mousse -  blanc de mousse  -  - Monoprix - 0 - 3350030119683 - 3350030119683 - OFF#62125721d363c7f13c162dd7fe32af3c
Caprice des Anges -  caprice de ange  -  - Compagnie des fromages & RichesMonts - 0 - 3480340000057 - 2480301883010 - OFF#85d7ee83da3178de5c077d3889345ec9
Caprice des Anges -  caprice de ange  -  - Compagnie des fromages & RichesMonts - 0 - 3480348884000 - 2480301883010 - OFF#61e3a7e938fbbce0429e91ca032d59ff
Fromage Frais 0%mg -  fromage frai 0%mg  -  - U - 0 - 3256224235309 - 3256224235309 - OFF#7b7d5cc7b5b7adc3bc3baed777bd1fea
Gervais Petit Frais -  gervai petit frai  -  - Danone - 0 - 3033490485559 - 3033490485559 - OFF#fba646287b446368e6a2261b02acab3c
Petit Fromage Frais -  petit fromage frai  -  - Carrefour - 0 - 3560070572892 - 3560070572892 - OFF#013f921a3c58116639524eb21eb91ddd
Petit Fromage Frais -  petit fromage frai  -  - Carrefour - 0 - 3560071004514 - 3560070572892 - OFF#ba03207ad88062d959ccda4ec929d774
Fromage Blanc Nature -  fromage blanc nature  -  - Dia - 0 - 8480017314710 - 8480017314710 - OFF#52df21faf4a4c39ec3ea83c505f72c15
Fromage Blanc Nature -  fromage blanc nature  -  - Carrefour - 0 - 3245414098756 - 0213264030830 - OFF#38ae110779e220f3d813a61338a97e29
----------------------------------------------------


--------------------------------- final result -----------------------------------
{'prompt': '', 'intents': ['Identify food in an image'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'La Faisselle', 'normName': ' faisselle ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#3fdbd6ca5c69f7df56f0a56457c43d89', 'quantity': '1', 'quantityLem': '1', 'pack': ['YA5.w200', 'AAD.w200'], 'type': 'fromage', 'gtin': '3184670001080', 'gtinRef': '3184670001080', 'brand': 'Rians Fromagerie', 'time': 'petit-déjeuner', 'event': 'declaration', 'serving': 'YA5-100', 'posiNormName': -1}], 'activity': [], 'response': {}}, 'cputime': 3.1362342834472656}
----------------------------------------------------------------------------------
LLM CPU Time: 3.1362342834472656